ML integration Engineer

7 days ago

Singapore Unison Group Full time $120,000 - $200,000 per year
  • Design and implement scalable ML pipelines for Generative and Agentic AI applications.
  • Integrate AI models into production environments using containerized platforms such as OpenShift and Kubernetes.
  • Collaborate with cross-functional teams to understand AI workflows and translate them into robust engineering solutions.
  • Develop and maintain automation scripts using Linux shell scripting, Python, or other relevant tools.
  • Ensure seamless deployment and integration of AI services in cloud environments (e.g., AWS, Azure, GCP).
  • Implement and maintain network security protocols to safeguard AI systems and data pipelines.
  • Monitor and optimize system performance, reliability, and scalability.
  • Support CI/CD processes and infrastructure for AI model deployment and updates.

Requirements

  • 5+ years of experience in Machine Learning engineering or AI system integration.
  • Hands-on experience with OpenShift, Docker, Kubernetes.
  • Knowledge of cloud platforms (e.g. AWS, GCP) is a must-have.
  • Exposure to data and network security and compliance in AI systems.
  • Understanding of Generative AI and Agentic AI concepts.
  • Experience with LLM prompt engineering, or RAG pipelines.
  • Knowledge of API integration and microservices architecture.
  • Proficiency in Python used both for ML and automation tasks
  • Good knowledge of Bash and Unix/Linux command-line toolkit is a must-have.
  • Knowledge of Workflow Orchestrator, such as Ctrl-M
  • Knowledge of Logging and Monitoring tools, such as Splunk and Geneos.
  • Experience with Observability framework, such as Langfuse, Elastic Stack, Grafana, OpenTelemetry.

  • Lead ML Integration Engineer

    1 week ago

    Singapore Bounteous Full time

    6 to 9 years of experience Skills: Python, OpenShift, Kubernetes, LLM Prompt Engineering, RAG, Microservices Architecture We seek individuals with highly developed conceptual, strategic, and analytical skills, capable of striking a balance between visionary thinking and practical solutions. The ability to comprehend, inspire, and mobilize others is crucial....

  • Lead ML Integration Engineer

    1 week ago

    Singapore Bounteous Full time

    6 to 9 years of experience Skills: Python, OpenShift, Kubernetes, LLM Prompt Engineering, RAG, Microservices Architecture We seek individuals with highly developed conceptual, strategic, and analytical skills, capable of striking a balance between visionary thinking and practical solutions. The ability to comprehend, inspire, and mobilize others is crucial....

  • Senior AI ML Integration Engineer

    2 weeks ago

    Singapore HTC SOFTWARE SINGAPORE PTE LTD Full time

    Job Description & Requirements This Senior ML / Integration Engineer role focuses on building and integrating Generative AI and Agentic AI solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure. Key Responsibilities Develop and...

  • Research Engineer

    1 week ago

    Singapore NATIONAL UNIVERSITY OF SINGAPORE Full time

    Interested applicants are invited to apply directly at the NUS Career Portal. Your application will be processed only if you apply via NUS Career Portal. We regret that only shortlisted candidates will be notified. Job Description The Electrical and Computer Engineering (ECE) Department of National University of Singapore (NUS) is in search of a candidate...

  • Research Engineer

    1 week ago

    Singapore NATIONAL UNIVERSITY OF SINGAPORE Full time

    Interested applicants are invited to apply directly at the NUS Career Portal Your application will be processed only if you apply via NUS Career Portal We regret that only shortlisted candidates will be notified. Job Description The Electrical and Computer Engineering (ECE) Department of National University of Singapore (NUS) is in search of candidate for a...

  • AI/ML Engineer

    2 weeks ago

    Singapore GECO Asia Pte Ltd Full time

    Overview We are looking for a highly motivated and experienced AI Engineer to join our team and lead the development of intelligent solutions using Advanced Python, Machine Learning (ML) and Artificial Intelligence (AI) techniques. The ideal candidate will have strong expertise in API integration, Natural Language Processing (NLP), and building scalable...

  • AI/ML Engineer

    6 days ago

    Singapore Apar Technologies Full time

    About the Role We're looking for a passionate AI Engineer to design, develop, and deploy machine learning and deep learning models into production. You'll work closely with data scientists and engineers to build scalable AI solutions that drive real business impact. Key Responsibilities Develop, train, and optimize ML/DL models using Python , TensorFlow ,...

  • Lead Ml Engineer

    2 days ago

    Singapore Unison Consulting Pte Ltd Full time

    **Role : Lead ML Engineer** **Location : Singapore** **Duration : Long term contract** **Job Scope** - Conduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements - Develop pipelines...

  • AI/ML Engineer

    1 week ago

    Singapore Certis Full time

    As an AI/ML Engineer in the AI Development Group, you will work on the rapid prototyping, development, and integration of AI capabilities across Certis' current and next-generation technology platforms. This role is pivotal in advancing Certis' AI adoption journey, making AI a core driver of innovation and operational excellence. You will work closely with...

  • Data Scientist

    2 weeks ago

    Singapore Certis Integrated Services Full time

    Overview We are looking for a Data Scientist to join a product team focused on advancing a cutting-edge Synthetic Data Generation (SDG)engine. This role sits at the intersection of machine learning, applied research, and software engineering, contributing to a product that enables safe data sharing and analytics across sectors. Responsibilities Designing and...